Research of Solar Eclipse Impact on Power System Using Neural Network

2018 2nd annual International Conference on Cloud Technology and Communication Engineering

计算机科学;无线电电子学

Chen, Weihua^1 ; Che, Yanbo^2

China Energy Equipment Co., LTD., Beijing, China^1

School of Electrical and Information Engineering, Tianjin University, Tianjin, China^2

关键词: Explicit modeling;    Power System;    Power system failures;    Solar eclipse;    Test data;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/466/1/012113/pdf
DOI  :  10.1088/1757-899X/466/1/012113

学科分类：计算机科学（综合）

来源: IOP

【 摘 要 】

This paper proposes a new strategy to evaluate and mitigate power system considering solar eclipse based on fuzzy neural network. An explicit model of solar eclipse is established to demonstrate its effects on power system. The mechanism and scheme of solar eclipse have been analyzed for their contribution to power system failures. The fuzzy neural network is used to obtain the impact and to give a solution that can decrease the affection. Extensive sets of training and test data have been utilized by Monte Carlo simulation. The result of a case study on a provincial power system illustrates the methodology.